MCI
MCI Blog

An organized study of Integrated Conversational Marketing

Articles curated by pillar — from the 8Cs and Conversation Cycles to metrics, infrastructure and data sovereignty. Use the filters below to browse by topic.

Recent articles

Article cover: Conversational Predictability: how MCI transforms conversations into predictable revenue
Previsibilidade Conversacional

Conversational Predictability: How MCI Transforms Conversations into Predictable Revenue

Classic forecasts fail because they use stages as a proxy for probability. MCI predicts through intent distribution and probability with a deadline.

June 04, 2026
Article cover: Ciclos de Conversa and the Guardião do Ciclo: operating by decision, not by department
Ciclos de Conversa e Governança

Ciclos de Conversa and the Guardião do Ciclo: Operating by Decision, Not by Department

How to install governance over silos without reorganizing the company—and who is responsible for the system when no one is the 'customer owner.'

June 03, 2026
Article cover: The Decision Grafo: why the new funnel is a network, not a line
O Grafo de Decisão

The Decision Grafo: Why the New Funnel is a Network, Not a Line

The funnel isn't wrong for being simple—it's wrong for being linear. How to read decisions as a network of states and transitions.

June 02, 2026
Article cover: What is the Índice de Amnésia (IAm) and how to calculate it
Métricas do MCI

What is the Índice de Amnésia (IAm) and How to Calculate It

The metric that transforms Operational Amnesia from an invisible problem into a manageable number — without becoming a witch hunt.

June 01, 2026
Article cover: The 8Cs of Marketing Conversacional Integrado
Framework 8Cs

The 8Cs of Marketing Conversacional Integrado

From the 4Ps to the 8Cs — the framework that governs conversational growth in two blocks: the Conversation Engine and the Revenue Multiplier.

May 31, 2026
Article cover: Marketing Conversacional vs CRM: why your company is still losing margin
Amnésia Operacional

Marketing Conversacional vs CRM: Why Your Company Is Still Losing Margin

Traditional CRM records events. Conversation preserves context. The difference between the two is what separates profitable operations from repetitive ones.

May 30, 2026
Article cover for "Strategies for Marketing Conversacional Integrado: The Practical Guide" — MCI Implementation category on Marcus Barboza's blog about Marketing Conversacional Integrado (MCI).
Implementação do MCI

Strategies for Marketing Conversacional Integrado: The Practical Guide

How to escape the amnesic stage of conversational marketing and implement MCI: 5 frameworks, industry examples, and a 3-phase roadmap.

May 29, 2026
Cover for the article 'Conversational States, Archetypes, and Conversation Score' — States, Archetypes, and Conversation Score category on Marcus Barboza's blog about Marketing Conversacional Integrado (MCI).
Estados, Arquétipos e Conversation Score

States, Archetypes, and Conversation Score: Operating Intention in Real Time

The three instruments that make intention readable: where the decision is, how the customer decides, and how far the conversation has progressed.

May 28, 2026
Cover of the article "Conversational Archetypes: the lexicon that tells you who is on the other side" — category States, Archetypes, and Conversation Score on Marcus Barboza's blog about Marketing Conversacional Integrado (MCI).
Estados, Arquétipos e Conversation Score

Conversational Archetypes: The 5 MCI Decision Patterns

Five recurring patterns that change how the next turn should be constructed

May 27, 2026
Cover for the article "Conversation Score: How to Measure the Health of a Conversation in Real Time" — States, Archetypes, and Conversation Score category on Marcus Barboza's blog about Marketing Conversacional Integrado (MCI).
Estados, Arquétipos e Conversation Score

Conversation Score: How to Measure the Health of a Conversation in Real Time

The continuous index that becomes an operational trigger — not an end-of-month report

May 26, 2026
Cover of the article "Contexto, Coerência e Confiança: the trio that sustains the margin" — 8Cs Framework category on Marcus Barboza's blog about Marketing Conversacional Integrado (MCI).
Framework 8Cs

Contexto, Coerência e Confiança: the trio that sustains the margin

Why these three Cs, together, define whether the customer decides with you or against you

May 25, 2026
Article cover "Conversational consistency: why it is the decisive C" — 8Cs Framework category on Marcus Barboza's blog about Marketing Conversacional Integrado (MCI).
Framework 8Cs

Conversational Consistency: Why it is the Decisive C of the Multiplier

Why Consistency is the C that decides if the Multiplicador de Receita amplifies margin or amplifies losses.

May 24, 2026